Regression Analysis
Completed by Shrey Gupta
May 29, 2025
40 hours (approximately)
Shrey Gupta's account is verified. Coursera certifies their successful completion of Regression Analysis
What you will learn
Understand the principles and significance of regression analysis in supervised learning.
Implement cross-validation methods to assess model performance and optimize hyperparameters.
Comprehend ensemble methods (bagging, boosting, and stacking) and their role in enhancing regression model accuracy.
Skills you will gain
- Category: Statistical Methods
- Category: Statistical Analysis
- Category: Predictive Modeling
- Category: Regression Analysis
- Category: Model Evaluation
- Category: Statistical Modeling
- Category: Machine Learning Methods
- Category: Statistical Machine Learning
- Category: Data Analysis
- Category: Model Optimization
- Category: Supervised Learning
- Category: Model Training
